WebGLORE: A Web service for Grid LOgistic REgression

Wenchao Jiang; Pinghao Li; Shuang Wang; Yuan Wu; Meng Xue; Lucila Ohno-Machado; Xiaoqian Jiang; Jonathan Wren

doi:10.1093/bioinformatics/btt559

WebGLORE: A Web service for Grid LOgistic REgression

Wenchao Jiang
, Pinghao Li
, Shuang Wang
, Yuan Wu
, Meng Xue
, Lucila Ohno-Machado
, Xiaoqian Jiang
, Jonathan Wren

Research output: Contribution to journal › Article › peer-review

32 Scopus citations

Abstract

WebGLORE is a free web service that enables privacy-preserving construction of a global logistic regression model from distributed datasets that are sensitive. It only transfers aggregated local statistics (from participants) through Hypertext Transfer Protocol Secure to a trusted server, where the global model is synthesized. WebGLORE seamlessly integrates AJAX, JAVA Applet/Servlet and PHP technologies to provide an easy-to-use web service for biomedical researchers to break down policy barriers during information exchange.

Original language	English
Pages (from-to)	3238-3240
Number of pages	3
Journal	Bioinformatics
Volume	29
Issue number	24
DOIs	https://doi.org/10.1093/bioinformatics/btt559
State	Published - 15 Dec 2013
Externally published	Yes

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10.1093/bioinformatics/btt559

Cite this

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abstract = "WebGLORE is a free web service that enables privacy-preserving construction of a global logistic regression model from distributed datasets that are sensitive. It only transfers aggregated local statistics (from participants) through Hypertext Transfer Protocol Secure to a trusted server, where the global model is synthesized. WebGLORE seamlessly integrates AJAX, JAVA Applet/Servlet and PHP technologies to provide an easy-to-use web service for biomedical researchers to break down policy barriers during information exchange.",

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AU - Xue, Meng

AU - Ohno-Machado, Lucila

AU - Jiang, Xiaoqian

AU - Wren, Jonathan

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WebGLORE: A Web service for Grid LOgistic REgression

Abstract

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